Research

Impact Areas

Lead

Lalana Kagal

Tim Berners-Lee

Lalana Kagal

Tim Berners-Lee

Research Group

Haystack Group

We are an interdisciplinary group of researchers blending approaches from human-computer interaction, social computing, databases, information management, and databases.

Lea Verou

David Karger

Leads

David Karger

Research Areas

Impact Areas

Lead

David Karger

Lea Verou

David Karger

Research Group

Programming Languages and Software Engineering

We research programming languages, software engineering, and related work in human-computer interaction.

Leads

Research Areas

Impact Areas

Research Group

Sussman Lab

We focus on understanding the problem-solving strategies used by scientists and engineers, with the goals of automating parts of the process and formalizing educational methods.

Gerald Sussman

Leads

Gerald Sussman

Research Areas

Impact Areas

Lead

Gerald Sussman

Research Group

We focus on finding novel approaches to improve the performance of modern computer systems without unduly increasing the complexity faced by application developers, compiler writers, or computer architects.

Saman Amarasinghe

Leads

Saman Amarasinghe

Research Areas

Impact Areas

Lead

Saman Amarasinghe

Research Group

Computation Structures Group

Our mission is fostering the creation and development of high-performance, reliable and secure computing systems that are easy to interact with.

+21

Leads

Srini Devadas

Daniel Sanchez

Armando Solar-Lezama

Arvind

Research Areas

Impact Areas

Lead

Srini Devadas

Daniel Sanchez

Armando Solar-Lezama

Arvind

Research Group

Julia Lab

We focus on theoretical and numerical aspects of the core Julia language, base library, and several other packages.

Leads

Research Areas

Research Group

Programming Methodology Group

We develop innovative approaches for building software and for solving problems in modern parallel and distributed software systems.

Barbara Liskov

Leads

Barbara Liskov

Research Areas

Impact Areas

Lead

Barbara Liskov

Research Group

Software Design Group

Our goal is to find better ways to make software, and ways to make software better.

Daniel Jackson

Leads

Daniel Jackson

Research Areas

Impact Areas

Lead

Daniel Jackson

Research Group

Usable Programming Group

We design and study systems that improve the learnability, efficiency, and safety of software development.

Rob Miller

Leads

Rob Miller

Research Areas

Impact Areas

Lead

Rob Miller

Research Group

Computer-Aided Programming

We develop techniques and tools that exploit automated reasoning and large amounts of computing power to tackle challenging programming problems

Armando Solar-Lezama

Leads

Armando Solar-Lezama

Research Areas

Impact Areas

Lead

Armando Solar-Lezama

Research Group

MIT App Inventor

MIT App Inventor is an intuitive, visual programming environment that allows everyone – even children – to build fully functional apps for smartphones and tablets.

Hal Abelson

Leads

Hal Abelson

Research Areas

Impact Areas

Lead

Hal Abelson

Research Center

Center for Deployable Machine Learning (CDML)

The MIT Center for Deployable Machine Learning (CDML) works towards creating AI systems that are robust, reliable and safe for real-world deployment.

Aleksander Madry

Leads

Aleksander Madry

Research Areas

Impact Areas

Lead

Aleksander Madry

Research Group

Programming Systems Group

Investigating the semantics, design, and implementation of programming systems (programming languages, compilers, and runtime systems).

Michael Carbin

Leads

Michael Carbin

Research Areas

Lead

Michael Carbin

Community of Research

Theory of Computation Community of Research

The goal of the Theory of Computation CoR is to study the fundamental strengths and limits of computation as well as how these interact with mathematics, computer science, and other disciplines.

+20

Costis Daskalakis

Leads

Costis Daskalakis

Research Areas

Impact Areas

Lead

Costis Daskalakis

+20

Costis Daskalakis

Community of Research

Systems Community of Research

The Systems CoR is focused on building and investigating large-scale software systems that power modern computers, phones, data centers, and networks, including operating systems, the Internet, wireless networks, databases, and other software infrastructure.

+21

Sam Madden

Leads

Sam Madden

Research Areas

Impact Areas

Lead

Sam Madden

Sam Madden

Community of Research

Applied Machine Learning Community of Research

This CoR brings together researchers at CSAIL working across a broad swath of application domains. Within these lie novel and challenging machine learning problems serving science, social science and computer science.

Una-May O'Reilly

Leads

Una-May O'Reilly

Research Areas

Impact Areas

Health Care

Lead

Una-May O'Reilly

Community of Research

Human-Computer Interaction Community of Research

The focus of the HCI CoR is inventing new systems and technology that lie at the interface between people and computation, and understanding their design, implementation, and societal impact.

Stefanie Mueller

Leads

Stefanie Mueller

Research Areas

Impact Areas

Lead

Stefanie Mueller

Community of Research

Vertical AI Community of Research

This CoR takes a unified approach to cover the full range of research areas required for success in artificial intelligence, including hardware, foundations, software systems, and applications.

Martin Rinard

Leads

Martin Rinard

Research Areas

Impact Areas

Lead

Martin Rinard

Research Group

Visualization Group

We use visualization as a petri dish to study intelligence augmentation, or how can computational representations and software systems help amplify our cognition and creativity, while respecting our agency?

Arvind Satyanarayan

Leads

Arvind Satyanarayan

Research Areas

Impact Areas

Lead

Arvind Satyanarayan

Research Group

Data Systems Group

We conduct research on all areas of database systems and information management.

+15

Leads

Sam Madden

Michael Stonebraker

Tim Kraska

Research Areas

Impact Areas

Lead

Sam Madden

Michael Stonebraker

Tim Kraska

+15

Research Group

Programming Languages & Verification

Mission: improve the software and hardware development process by replacing ugly development techniques with beautiful ones

Secret weapon: applied mathematical logic, including computer theorem proving (especially Coq) and type systems

Adam Chlipala

Leads

Adam Chlipala

Research Areas

Impact Areas

Lead

Adam Chlipala

Research Group

Supertech Research Group

We investigate the technologies that support scalable high-performance computing, including hardware, software, and theory.

Leads

Charles E. Leiserson

Neil Thompson

Tao Schardl

Research Areas

Impact Areas

Decentralized Information Group

Lead

Charles E. Leiserson

Neil Thompson

Tao Schardl

43 Project Results matching all criteria

Project

Solid: Social Linked Data

Cognitive AI Community of Research

Computing & Society Community of Research

Solid aims to radically change the way Web applications work today, resulting in true data ownership as well as improved privacy.

Tim Berners-Lee

Lalana Kagal

Leads

Tim Berners-Lee

Lalana Kagal

Research Areas

Impact Areas

Health Care

Tim Berners-Lee

Lalana Kagal

Project

Synquid: Synthesis From Liquid Types

Type-driven program synthesis

Armando Solar-Lezama

Leads

Armando Solar-Lezama

Research Areas

Armando Solar-Lezama

Project

TiML: A Programming Language with Time Complexity

A typed functional programming language with static time complexity guarantees.

Leads

Research Areas

Project

Rethinking Software Design

What is design thinking in the context of software? We're developing a new approach to software design that achieves usability and robustness by going deeper than the user interface.

Daniel Jackson

Leads

Daniel Jackson

Research Areas

Daniel Jackson

Project

Security by Design for Cyberphysical Systems

An approach to reducing risks of attack on cyberphysical infrastructure (such as water purification plants and electric grids) with new software design and analysis techniques.

Daniel Jackson

Leads

Daniel Jackson

Research Areas

Impact Areas

Daniel Jackson

Project

Performance Engineering of Cache Profilers

Our goal is to develop lightweight tools that allow programmers to better understand the cache performance of their applications. Tasks include designing profilers, performance engineering existing ones, and exploring different metrics for cache interactions.

Helen Xu

Charles E. Leiserson

Leads

Helen Xu

Charles E. Leiserson

Research Areas

Helen Xu

Charles E. Leiserson

Project

Pervasive Parallelism with the Swarm Architecture

Our research aims to scale hard-to-parallelize applications through new programming models and multicore architectures. Our goal is to enable
programmers to write efficient and scalable parallel programs as easily as they
write sequential programs today.

Daniel Sanchez

Victor Ying

Leads

Daniel Sanchez

Victor Ying

Research Areas

Programming Systems Group

Daniel Sanchez

Victor Ying

Project

Programming with spaces

We are building a programming language for manipulating topological spaces (such as real numbers or probability distributions) in a sound manner, where all functions are continuous.

Leads

Research Areas

Project

Bellmania

Computer-Aided Programming

Deductive synthesis for large-scale implementations of dynamic programming algorithms

Leads

Research Areas

Project

Tiramisu Compiler

A polyhedral compiler for expressing image processing, DNN, and linear/tensor algebra applications

Saman Amarasinghe

Leads

Saman Amarasinghe

Research Areas

Impact Areas

Saman Amarasinghe

Project

Simit: A Language for Computing on Sparse Systems

Simit is a new programming language that makes it easy to efficiently compute on sparse systems using linear algebra. Simit programs are typically shorter than MATLAB programs and yet are comparable in performance to hand-optimized codes.

Leads

Research Areas

Project

Taco: The Tensor Algebra Compiler

A compiler for dense and sparse linear and tensor algebra expressions

Leads

Research Areas

Project

Halide

A language for image processing and computational photography.

Leads

Research Areas

Project

OpenTuner: An Extensible Framework for Program Autotuning

OpenTuner is a new framework for building domain-specific multi-objective program autotuners.

Leads

Research Areas

Impact Areas

Project

Data Civilizer

Data scientists universally report that they spend at least 80% of their time finding data sets of interest, accessing them, cleaning them and assembling them into a unified whole.

Michael Stonebraker

Sam Madden

Leads

Michael Stonebraker

Sam Madden

Research Areas

Impact Areas

Michael Stonebraker

Sam Madden

Project

Data Warehouse Construction

Historically, DBMSs in the warehouse space partitioned their data across a shared nothing
cluster.

Michael Stonebraker

Leads

Michael Stonebraker

Research Areas

Impact Areas

Michael Stonebraker

Project

Compression and Reordering for Parallel Graph Analytics

We plan to develop a suite of graph compression and reordering techniques as part of the Ligra parallel graph processing framework to reduce space usage and improve performance of graph algorithms.

Leads

Research Areas

Impact Areas

Project

Programming Abstractions for Dynamic Graph Analytics

We plan to develop a programming abstraction to enable programmers to write efficient parallel programs to process dynamic graphs.

Julian Shun

Leads

Julian Shun

Research Areas

Impact Areas

Julian Shun

Project

Bridging Theory and Practice in Shared-Memory Parallel Algorithm Design

This project aims to design parallel algorithms for shared-memory machines that are efficient both in theory and also in practice.

Julian Shun

Leads

Julian Shun

Research Areas

Impact Areas

Julian Shun

Project

CilkPride

Usable Programming Group

CilkPride is a programming environment that aims to make performance and safety information always available and appropriately visible to the programmer.

Charles E. Leiserson

Rob Miller

Leads

Charles E. Leiserson

Rob Miller

Research Areas

Charles E. Leiserson

Rob Miller

Project

Mavo: Creating Interactive Data-Driven Web Applications by Authoring HTML

Haystack Group

Mavo is a language that lets anyone turn a static HTML document into a fully functioning reactive web application with data presentation, editing, storage and lightweight computation, all without writing a single line of Javascript or other programming code.

David Karger

Lea Verou

Leads

David Karger

Lea Verou

Research Areas

Distributed Robotics Laboratory

David Karger

Lea Verou

Project

Self-Driving Vehicles

We want to help to make driving more comfortable, environmentally friendly and above all safer!

Leads

Russ Tedrake

John Leonard

Daniela Rus

Sertac Karaman

Research Areas

Impact Areas

Transportation

Project

A Simplified and Extensible Cilk Runtime for Research

CilkS is a new runtime system for the Cilk multithreaded programming environment which makes it easy to experiment with new algorithms, data structures, and programming linguistics.

Charles E. Leiserson

Tao Schardl

Leads

Charles E. Leiserson

Tao Schardl

Research Areas

Distributed Robotics Laboratory

Charles E. Leiserson

Tao Schardl

Project

Distributed Robot Garden

The robot garden provides an aesthetically pleasing educational platform that can visualize computer science concepts and encourage young students to pursue programming and robotics.

Leads

Joseph DelPreto

Lindsay Sanneman

Daniela Rus

Research Areas

Impact Areas

29 People Results matching all criteria

Peter Ahrens

Graduate Student

E pahrens@mit.edu

Ekin Akyürek

Graduate Student

First year PhD student in computer science

E akyurek@mit.edu

First year PhD student in computer science

PI
Core/Dual

Saman Amarasinghe

Professor

Compilers, architectures, software engineering

E saman@csail.mit.edu

T 253-8879

Lead

Simit: A Language for Computing on Sparse Systems

Tiramisu Compiler

Member

Taco: The Tensor Algebra Compiler

Halide

OpenTuner: An Extensible Framework for Program Autotuning

Program Performance Prediction with Deep Learning

Programming Systems Group

Compilers, architectures, software engineering

PI
Core/Dual

Michael Carbin

Assistant Professor

Programming languages and systems.

E mcarbin@csail.mit.edu

T 253-5881

Lead

The Lottery Ticket Hypothesis

Member

Programming with spaces

Program Performance Prediction with Deep Learning

Applied Machine Learning Community of Research

FSCQ: File-system verification

Programming languages and systems.

Tej Chajed

Graduate Student

PhD student in systems

E tchajed@csail.mit.edu

RM 32-G978B

Lead

Perennial

Member

Parallel and Distributed Operating Systems

PhD student in systems

PI
Core/Dual

Adam Chlipala

Associate Professor

Programming languages, formal methods, security & privacy, systems

E adamc@csail.mit.edu

T 324-8439

Lead

Kami: A Modular Deductive Hardware Verification Platform

Compilation Using Correct-by-Construction Program Synthesis

Programming Languages & Verification

Hemiola: Structural Design and Proof of Cache-Coherence Protocols

High-Assurance Software

High-Assurance Hardware

High-Assurance Cryptography

Member

Compilation Using Correct-by-Construction Program Synthesis

Programming with spaces

FSCQ: File-system verification

Taco: The Tensor Algebra Compiler

Programming languages, formal methods, security & privacy, systems

Stephen Chou

Graduate Student

E s3chou@csail.mit.edu

Member

Adversarial Cyber Security

Valentin Churavy

Graduate Student

#JuliaLang, #GPU, #HPC

E vchuravy@MIT.EDU

Member

Julia Lab

#JuliaLang, #GPU, #HPC

PI
Core/Dual

Fredo Durand

Professor

Vision, graphics, computational photography

E fredo@csail.mit.edu

T 253-7223

Lead

Computer Graphics Group

Computational Understanding of Visualizations and Graphic Designs

Vision Group

Member

Computational Bounce Flash for Indoor Portraits

Halide

Visual Computing Community of Research

Vision, graphics, computational photography

Samuel Gruetter

Graduate Student

E gruetter@mit.edu

Member

Programming Languages & Verification

High-Assurance Software

Jamey Hicks

Research Affiliate

E jamey.hicks@accelerated.tech

Member

PI
Core/Dual

Daniel Jackson

Professor

Software design, programming, systems

E dnj@csail.mit.edu

T 258-8471

Lead

Rethinking Software Design

Gitless: a simple version control system built on top of Git

Déjà Vu: Constructing Apps from Concepts

Security by Design for Cyberphysical Systems

Poirot: Secure Protocol Implementation by Design

An Interlock for Self Driving Cars

Alloy

Wildcard

Member

Espalier

Wildcard

Software design, programming, systems

PI
Core/Dual

Charles E. Leiserson

Professor

Algorithms, parallel computing, performance engineering

E cel@csail.mit.edu

T 253-5833

Lead

Performance Engineering of Cache Profilers

Algorithms Group

CilkPride

A Simplified and Extensible Cilk Runtime for Research

Determining Wikipedia's Influence on Science

Tapir

Member

Algorithms, parallel computing, performance engineering

Henry Lieberman

Research Scientist

Henry Lieberman is a Research Scientist at MIT CSAIL, in AI and HCI.

E lieber@MEDIA.MIT.EDU

Henry Lieberman is a Research Scientist at MIT CSAIL, in AI and HCI.

PI
Core/Dual

Albert R. Meyer

Professor Emeritus

Programming languages, theory, complexity, online education

E meyer@csail.mit.edu

T 253-6024

Programming languages, theory, complexity, online education

PI
Core/Dual

Rob Miller

Professor

Human-computer interaction, online education, software development

E rcm@csail.mit.edu

T 324-6028

Lead

Wait-learning: Intelligent Systems for Making Productive Use of Wait Time

Usable Programming Group

CilkPride

Member

Compilation Using Correct-by-Construction Program Synthesis

Human-computer interaction, online education, software development

William Moses

Graduate Student

E wmoses@mit.edu

Lead

Tapir

Clement Pit-Claudel

Graduate Student

E cpitcla@mit.edu

Member

Programming Languages & Verification

High-Assurance Cryptography

High-Assurance Hardware

High-Assurance Software

Alexander Renda

Graduate Student

E renda@mit.edu

Lead

The Lottery Ticket Hypothesis

Member

Programming Systems Group

Program Performance Prediction with Deep Learning

PI
Core/Dual

Martin Rinard

Professor

Systems, programming languages and verification

E rinard@csail.mit.edu

T 258-6922

Lead

Member

Center for Deployable Machine Learning (CDML)

Center for Deployable Machine Learning (CDML)

Systems, programming languages and verification

PI
Core/Dual

Arvind Satyanarayan

Assistant Professor

E arvindsatya@mit.edu

Lead

Visualization Group

Member

A Simplified and Extensible Cilk Runtime for Research

Tao Schardl

Research Scientist

E neboat@csail.mit.edu

Lead

Tapir

Risk-aware Network Resource Allocation

PI
Core/Dual

Howard Shrobe

Principal Research Scientist

Architectures, cybersecurity, web policy

E hes@csail.mit.edu

T 253-7877

Lead

RADMAX

Automated Attack Tree Generation for Critical Infrastructure

Securing IoT

Cognitive AI Community of Research

Artificial Social Intelligence for Successful Teams (ASIST)

Uhura: Personal Assistant that Manages Risk

Member

Computing & Society Community of Research

Architectures, cybersecurity, web policy

PI
Core/Dual

Julian Shun

Assistant Professor

Parallel computing, applied algorithms, graph processing.

E jshun@mit.edu

T 258-0669

Lead

Programming Abstractions for Dynamic Graph Analytics

Bridging Theory and Practice in Shared-Memory Parallel Algorithm Design

High-Performance Parallel Clustering

Member

Parallel computing, applied algorithms, graph processing.

21 News Results matching all criteria

Computer Architecture Programming Languages & Software Engineering Big Data Cybersecurity

April 16 '21

A tool for navigating complex computer instructions

Programming Languages & Software Engineering

March 01 '21

Creating your own programming language

CSAIL’s new tool makes it easy to write domain-specific languages (DSLs) and compilers

Creating your own programming language

Human-Computer Interaction Programming Languages & Software Engineering Big Data

February 22 '21

Helping data journalists create interactive graphics

Algorithms & Theory Programming Languages & Software Engineering Systems & Networking

February 22 '21

Researchers develop speedier network analysis for a range of computer hardware

The advance could boost recommendation algorithms and internet search.

Researchers develop speedier network analysis for a range of computer hardware

Algorithms & Theory AI & ML Programming Languages & Software Engineering

September 08 '20

Toward a machine learning model that can reason about everyday actions

Researchers train a model to reach human-level performance at recognizing abstract concepts in video.

Toward a machine learning model that can reason about everyday actions

Algorithms & Theory Programming Languages & Software Engineering Energy

August 12 '20

Shrinking deep learning’s carbon footprint

Through innovation in software and hardware, researchers move to reduce the financial and environmental costs of modern artificial intelligence.

Shrinking deep learning’s carbon footprint

Graphics & Vision Programming Languages & Software Engineering Systems & Networking

July 17 '20

Wu receives ACM Doctoral Dissertation Honorable Mention award

ACM, the Association for Computing Machinery announced this week that MIT CSAIL PhD student ‘19 Jiajun Wu was selected for an honorable mention for his dissertation “Learning to See the Physical World.”

Wu receives ACM Doctoral Dissertation Honorable Mention award

Algorithms & Theory Programming Languages & Software Engineering

May 06 '20

Visualizing the world beyond the frame

Researchers test how far artificial intelligence models can go in dreaming up varied poses and colors of objects and animals in photos.

Visualizing the world beyond the frame

Programming Languages & Software Engineering

October 02 '19

Alan Edelman of MIT Recognized with Prestigious 2019 IEEE Computer Society Sidney Fernbach Award

Alan Edelman, professor of applied mathematics at MIT, has been selected to receive the 2019 IEEE Computer Society Sidney Fernbach Award.

Alan Edelman of MIT Recognized with Prestigious 2019 IEEE Computer Society Sidney Fernbach Award

Algorithms & Theory AI & ML Graphics & Vision Programming Languages & Software Engineering Systems & Networking Entertainment Manufacturing

August 05 '19

Computer-aided knitting

New CSAIL research uses machine learning to customize clothing designs

Computer-aided knitting

Algorithms & Theory AI & ML Computational Biology Computer Architecture Graphics & Vision Human-Computer Interaction Programming Languages & Software Engineering Robotics Security & Cryptography Systems & Networking Cybersecurity Education Energy Entertainment Health Care Manufacturing Transportation Wireless

June 27 '19

CSAIL hosts first-ever TEDxMIT

Speakers — all women — discuss everything from gravitational waves to robot nurses

CSAIL hosts first-ever TEDxMIT

Algorithms & Theory Programming Languages & Software Engineering

January 15 '19

Democratizing data science

Tool for nonstatisticians automatically generates models that glean insights from complex datasets.

Democratizing data science

Algorithms & Theory AI & ML Programming Languages & Software Engineering Transportation

December 19 '18

Cambridge Mobile Telematics Raises $500M from SoftBank Vision Fund

Algorithms & Theory Programming Languages & Software Engineering Manufacturing

August 16 '18

Design tool reveals a product’s many possible performance tradeoffs

Users can quickly visualize designs that optimize multiple parameters at once.

Design tool reveals a product’s many possible performance tradeoffs

Programming Languages & Software Engineering Systems & Networking Education

April 05 '18

Using friends to fight online harassment

CSAIL’s “Squadbox” uses “friendsourcing” to better support targets of cyberbullying.

Using friends to fight online harassment

Programming Languages & Software Engineering Robotics Manufacturing

February 28 '18

Custom carpentry with help from robots

CSAIL’s robotic system minimizes dangerous sawing, helps users customize furniture.

Custom carpentry with help from robots

Programming Languages & Software Engineering

February 23 '18

Liskov receives IEEE Computer Society’s Computer Pioneer Award

This week it was announced that MIT professor and CSAIL principal investigator Barbara Liskov was selected to receive the 2018 IEEE Computer Society’s Computer Pioneer Award for her early concepts and developments in the electronic computer field.

Liskov receives IEEE Computer Society’s Computer Pioneer Award

AI & ML Programming Languages & Software Engineering Education Entertainment

January 31 '18

3Q: D. Fox Harrell on his video game for the #MeToo era

The Imagination, Computation, and Expression Laboratory at MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) has released a new video game called Grayscale, which is designed to sensitize players to problems of sexism, sexual harassment, and sexual assault in the workplace.

3Q: D. Fox Harrell on his video game for the #MeToo era

Algorithms & Theory Programming Languages & Software Engineering Systems & Networking Cybersecurity

December 11 '17

Goldwasser gives briefing on cryptography to Congress

Last week CSAIL principal investigator Shafi Goldwasser spoke about cryptography and privacy as part of the annual congressional briefing of the American Mathematical Society (AMS) and the Mathematical Sciences Research Institute (MSRI).

Goldwasser gives briefing on cryptography to Congress

Computer Architecture Programming Languages & Software Engineering Big Data

October 30 '17

Faster big-data analysis

We live in the age of big data, but most of that data is “sparse.” Imagine, for instance, a massive table that mapped all of Amazon’s customers against all of its products, with a “1” for each product a given customer bought and a “0” otherwise. The table would be mostly zeroes.

Faster big-data analysis

A new machine-learning system analyzes successful repairs to buggy software and learns how to repair new bugs.

Programming Languages & Software Engineering Systems & Networking

September 29 '17

Bug-repair system learns from example

Anyone who’s downloaded an update to a computer program or phone app knows that most commercial software has bugs and security holes that require regular “patching.” Often, those bugs are simple oversights. For example, the program tries to read data that have already been deleted. The patches, too, are often simple — such as a single line of code that verifies that a data object still exists.

Bug-repair system learns from example

23 Group Results

Community of Research

Applied Machine Learning Community of Research

Una-May O'Reilly

Leads

Una-May O'Reilly

Research Areas

Impact Areas

Health Care

Lead

Una-May O'Reilly

Research Center

Center for Deployable Machine Learning (CDML)

The MIT Center for Deployable Machine Learning (CDML) works towards creating AI systems that are robust, reliable and safe for real-world deployment.

Aleksander Madry

Leads

Aleksander Madry

Research Areas

Impact Areas

Lead

Aleksander Madry

Research Group

Commit Group

Saman Amarasinghe

Leads

Saman Amarasinghe

Research Areas

Impact Areas

Lead

Saman Amarasinghe

Research Group

Computation Structures Group

Our mission is fostering the creation and development of high-performance, reliable and secure computing systems that are easy to interact with.

+21

Leads

Srini Devadas

Daniel Sanchez

Armando Solar-Lezama

Arvind

Research Areas

Impact Areas

Lead

Srini Devadas

Daniel Sanchez

Armando Solar-Lezama

Arvind

Research Group

Computer-Aided Programming

We develop techniques and tools that exploit automated reasoning and large amounts of computing power to tackle challenging programming problems

Armando Solar-Lezama

Leads

Armando Solar-Lezama

Research Areas

Impact Areas

Lead

Armando Solar-Lezama

Research Group

Data Systems Group

We conduct research on all areas of database systems and information management.

+15

Leads

Sam Madden

Michael Stonebraker

Tim Kraska

Research Areas

Impact Areas

Lead

Sam Madden

Michael Stonebraker

Tim Kraska

+15

Research Group

Decentralized Information Group

We are investigating decentralized technologies that affect social change.

Lalana Kagal

Tim Berners-Lee

Leads

Lalana Kagal

Tim Berners-Lee

Research Areas

Impact Areas

Lead

Lalana Kagal

Tim Berners-Lee

Lalana Kagal

Tim Berners-Lee

Research Group

Haystack Group

We are an interdisciplinary group of researchers blending approaches from human-computer interaction, social computing, databases, information management, and databases.

Lea Verou

David Karger

Leads

David Karger

Research Areas

Impact Areas

Lead

David Karger

Lea Verou

David Karger

Community of Research

Human-Computer Interaction Community of Research

The focus of the HCI CoR is inventing new systems and technology that lie at the interface between people and computation, and understanding their design, implementation, and societal impact.

Stefanie Mueller

Leads

Stefanie Mueller

Research Areas

Impact Areas

Lead

Stefanie Mueller

Research Group

Julia Lab

We focus on theoretical and numerical aspects of the core Julia language, base library, and several other packages.

Leads

Research Areas

Research Group

MIT App Inventor

MIT App Inventor is an intuitive, visual programming environment that allows everyone – even children – to build fully functional apps for smartphones and tablets.

Hal Abelson

Leads

Hal Abelson

Research Areas

Impact Areas

Lead

Hal Abelson

Research Group

Programming Languages & Verification

Adam Chlipala

Leads

Adam Chlipala

Research Areas

Impact Areas

Lead

Adam Chlipala

Research Group

Programming Languages and Software Engineering

We research programming languages, software engineering, and related work in human-computer interaction.

Leads

Research Areas

Impact Areas

Research Group

Programming Methodology Group

We develop innovative approaches for building software and for solving problems in modern parallel and distributed software systems.

Barbara Liskov

Leads

Barbara Liskov

Research Areas

Impact Areas

Lead

Barbara Liskov

Research Group

Programming Systems Group

Investigating the semantics, design, and implementation of programming systems (programming languages, compilers, and runtime systems).

Michael Carbin

Leads

Michael Carbin

Research Areas

Lead

Michael Carbin

Research Group

Software Design Group

Our goal is to find better ways to make software, and ways to make software better.

Daniel Jackson

Leads

Daniel Jackson

Research Areas

Impact Areas

Lead

Daniel Jackson

Research Group

Supertech Research Group

We investigate the technologies that support scalable high-performance computing, including hardware, software, and theory.

Leads

Charles E. Leiserson

Neil Thompson

Tao Schardl

Research Areas

Impact Areas

Lead

Charles E. Leiserson

Neil Thompson

Tao Schardl

Research Group

Sussman Lab

We focus on understanding the problem-solving strategies used by scientists and engineers, with the goals of automating parts of the process and formalizing educational methods.

Gerald Sussman

Leads

Gerald Sussman

Research Areas

Impact Areas

Lead

Gerald Sussman

Community of Research

Systems Community of Research

+21

Sam Madden

Leads

Sam Madden

Research Areas

Impact Areas

Lead

Sam Madden

Sam Madden

Community of Research

Theory of Computation Community of Research

The goal of the Theory of Computation CoR is to study the fundamental strengths and limits of computation as well as how these interact with mathematics, computer science, and other disciplines.

+20

Costis Daskalakis

Leads

Costis Daskalakis

Research Areas

Impact Areas

Lead

Costis Daskalakis

+20

Costis Daskalakis

Research Group

Usable Programming Group

We design and study systems that improve the learnability, efficiency, and safety of software development.

Rob Miller

Leads

Rob Miller

Research Areas

Impact Areas

Lead

Rob Miller

Community of Research

Vertical AI Community of Research

This CoR takes a unified approach to cover the full range of research areas required for success in artificial intelligence, including hardware, foundations, software systems, and applications.

Martin Rinard

Leads

Martin Rinard

Research Areas

Impact Areas

Lead

Martin Rinard

Research Group

Visualization Group

Arvind Satyanarayan

Leads

Arvind Satyanarayan

Research Areas

Impact Areas

Lead

Arvind Satyanarayan

43 Project Results

Project

A Simplified and Extensible Cilk Runtime for Research

CilkS is a new runtime system for the Cilk multithreaded programming environment which makes it easy to experiment with new algorithms, data structures, and programming linguistics.

Charles E. Leiserson

Tao Schardl

Leads

Charles E. Leiserson

Tao Schardl

Research Areas

Charles E. Leiserson

Tao Schardl

Project

Alloy

Alloy is a language for describing structures and a tool for exploring them. It has been used in a wide range of applications from finding holes in security mechanisms to designing telephone switching networks. Hundreds of projects have used Alloy for design analysis, for verification, for simulation, and as a backend for many other kinds of analysis and synthesis tools, and Alloy is currently being taught in courses worldwide.

Daniel Jackson

Leads

Daniel Jackson

Research Areas

Impact Areas

Daniel Jackson

Project

An Interlock for Self Driving Cars

Computer-Aided Programming

Self-driving cars are likely to be safer, on average, than human-driven cars. But they may fail in new and catastrophic ways that a human driver could prevent. This project is designing a new architecture for a highly dependable self-driving car.

Daniel Jackson

Armando Solar-Lezama

Leads

Daniel Jackson

Armando Solar-Lezama

Research Areas

Impact Areas

Transportation

Daniel Jackson

Armando Solar-Lezama

Project

Bellmania

Computer-Aided Programming

Deductive synthesis for large-scale implementations of dynamic programming algorithms

Leads

Research Areas

Project

Bridging Theory and Practice in Shared-Memory Parallel Algorithm Design

This project aims to design parallel algorithms for shared-memory machines that are efficient both in theory and also in practice.

Julian Shun

Leads

Julian Shun

Research Areas

Impact Areas

Julian Shun

Project

CilkPride

Usable Programming Group

CilkPride is a programming environment that aims to make performance and safety information always available and appropriately visible to the programmer.

Charles E. Leiserson

Rob Miller

Leads

Charles E. Leiserson

Rob Miller

Research Areas

Charles E. Leiserson

Rob Miller

Project

Compilation Using Correct-by-Construction Program Synthesis

We're using proof assistants to build correct, extensible compilers, by rephrasing compilation in terms of producing mathematical proofs.

Adam Chlipala

Leads

Adam Chlipala

Research Areas

Adam Chlipala

Project

Compression and Reordering for Parallel Graph Analytics

We plan to develop a suite of graph compression and reordering techniques as part of the Ligra parallel graph processing framework to reduce space usage and improve performance of graph algorithms.

Leads

Research Areas

Impact Areas

Project

Data Civilizer

Data scientists universally report that they spend at least 80% of their time finding data sets of interest, accessing them, cleaning them and assembling them into a unified whole.

Michael Stonebraker

Sam Madden

Leads

Michael Stonebraker

Sam Madden

Research Areas

Impact Areas

Michael Stonebraker

Sam Madden

Project

Data Warehouse Construction

Historically, DBMSs in the warehouse space partitioned their data across a shared nothing
cluster.

Michael Stonebraker

Leads

Michael Stonebraker

Research Areas

Impact Areas

Michael Stonebraker

Project

Determining Wikipedia's Influence on Science

Wikipedia is one of the most widely accessed encyclopedia sites in the world, including by scientists. Our project aims to investigate just how far Wikipedia’s influence goes in shaping science.

Neil Thompson

Charles E. Leiserson

Leads

Neil Thompson

Charles E. Leiserson

Research Areas

Impact Areas

Distributed Robotics Laboratory

Neil Thompson

Charles E. Leiserson

Project

Distributed Robot Garden

The robot garden provides an aesthetically pleasing educational platform that can visualize computer science concepts and encourage young students to pursue programming and robotics.

Leads

Joseph DelPreto

Lindsay Sanneman

Daniela Rus

Research Areas

Impact Areas

Project

Déjà Vu: Constructing Apps from Concepts

Déjà Vu is a new platform for end-user development of apps with rich functionality. It features a novel theory of modularity for binding concepts; an extensive library of reusable concepts; and a WYSIWYG tool for specifying bindings and customizing visual layout

Daniel Jackson

Leads

Daniel Jackson

Research Areas

Daniel Jackson

Project

Espalier